Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 5005 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 198 |
| Duplicate rows (%) | 4.0% |
| Total size in memory | 586.6 KiB |
| Average record size in memory | 120.0 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 14 |
| Dataset has 198 (4.0%) duplicate rows | Duplicates |
Max Speed(m/s) is highly correlated with Transportation Mode and 9 other fields | High correlation |
95% Speed(m/s) is highly correlated with Transportation Mode and 9 other fields | High correlation |
75% Speed(m/s) is highly correlated with Transportation Mode and 7 other fields | High correlation |
Mean Speed(m/s) is highly correlated with Transportation Mode and 6 other fields | High correlation |
Speed Std is highly correlated with Transportation Mode and 8 other fields | High correlation |
Max Acceleration(m/s^2) is highly correlated with Max Speed(m/s) and 8 other fields | High correlation |
95% Acceleration(m/s^2) is highly correlated with Transportation Mode and 5 other fields | High correlation |
75% Acceleration(m/s^2) is highly correlated with Transportation Mode and 6 other fields | High correlation |
Mean Acceleration(m/s^2) is highly correlated with Transportation Mode and 7 other fields | High correlation |
Acceleration Std is highly correlated with Max Acceleration(m/s^2) and 4 other fields | High correlation |
Non 0 Mean Speed(m/s) is highly correlated with Transportation Mode and 6 other fields | High correlation |
Non 0 Mean Acceleration(m/s^2) is highly correlated with Transportation Mode and 7 other fields | High correlation |
Total Time(s) is highly correlated with Total Distance(m) | High correlation |
Total Distance(m) is highly correlated with Max Speed(m/s) and 6 other fields | High correlation |
Transportation Mode is highly correlated with Max Speed(m/s) and 9 other fields | High correlation |
Total Distance(m) is highly skewed (γ1 = 37.15879244) | Skewed |
Max Acceleration(m/s^2) has 80 (1.6%) zeros | Zeros |
95% Acceleration(m/s^2) has 86 (1.7%) zeros | Zeros |
75% Acceleration(m/s^2) has 325 (6.5%) zeros | Zeros |
Mean Acceleration(m/s^2) has 543 (10.8%) zeros | Zeros |
Acceleration Std has 584 (11.7%) zeros | Zeros |
Non 0 Mean Acceleration(m/s^2) has 546 (10.9%) zeros | Zeros |
Reproduction
| Analysis started | 2022-10-24 04:12:01.896089 |
|---|---|
| Analysis finished | 2022-10-24 04:12:17.462615 |
| Duration | 15.57 seconds |
| Software version | pandas-profiling v3.3.0 |
| Download configuration | config.json |
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.2 KiB |
| walk | |
|---|---|
| bus | |
| bike | |
| car | |
| subway | |
| Other values (6) |
Length
| Max length | 10 |
|---|---|
| Median length | 4 |
| Mean length | 3.832567433 |
| Min length | 3 |
Characters and Unicode
| Total characters | 19182 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | bus |
|---|---|
| 2nd row | bus |
| 3rd row | walk |
| 4th row | bus |
| 5th row | walk |
Common Values
| Value | Count | Frequency (%) |
| walk | 1988 | |
| bus | 1130 | |
| bike | 667 | 13.3% |
| car | 585 | 11.7% |
| subway | 381 | 7.6% |
| taxi | 177 | 3.5% |
| train | 52 | 1.0% |
| airplane | 14 | 0.3% |
| run | 5 | 0.1% |
| boat | 4 | 0.1% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| walk | 1988 | |
| bus | 1130 | |
| bike | 667 | 13.3% |
| car | 585 | 11.7% |
| subway | 381 | 7.6% |
| taxi | 177 | 3.5% |
| train | 52 | 1.0% |
| airplane | 14 | 0.3% |
| run | 5 | 0.1% |
| boat | 4 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 3215 | |
| k | 2655 | |
| w | 2369 | |
| b | 2182 | |
| l | 2004 | |
| u | 1516 | |
| s | 1511 | |
| i | 910 | 4.7% |
| e | 683 | 3.6% |
| r | 658 | 3.4% |
| Other values (8) | 1479 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 19182 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 3215 | |
| k | 2655 | |
| w | 2369 | |
| b | 2182 | |
| l | 2004 | |
| u | 1516 | |
| s | 1511 | |
| i | 910 | 4.7% |
| e | 683 | 3.6% |
| r | 658 | 3.4% |
| Other values (8) | 1479 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 19182 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 3215 | |
| k | 2655 | |
| w | 2369 | |
| b | 2182 | |
| l | 2004 | |
| u | 1516 | |
| s | 1511 | |
| i | 910 | 4.7% |
| e | 683 | 3.6% |
| r | 658 | 3.4% |
| Other values (8) | 1479 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 19182 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 3215 | |
| k | 2655 | |
| w | 2369 | |
| b | 2182 | |
| l | 2004 | |
| u | 1516 | |
| s | 1511 | |
| i | 910 | 4.7% |
| e | 683 | 3.6% |
| r | 658 | 3.4% |
| Other values (8) | 1479 |
| Distinct | 1965 |
|---|---|
| Distinct (%) | 39.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.52017982 |
| Minimum | 0.02 |
|---|---|
| Maximum | 291.36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 0.02 |
|---|---|
| 5-th percentile | 1.2 |
| Q1 | 1.95 |
| median | 4.99 |
| Q3 | 13.97 |
| 95-th percentile | 27.372 |
| Maximum | 291.36 |
| Range | 291.34 |
| Interquartile range (IQR) | 12.02 |
Descriptive statistics
| Standard deviation | 12.87895089 |
|---|---|
| Coefficient of variation (CV) | 1.352805423 |
| Kurtosis | 183.690312 |
| Mean | 9.52017982 |
| Median Absolute Deviation (MAD) | 3.61 |
| Skewness | 10.10658402 |
| Sum | 47648.5 |
| Variance | 165.867376 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.38 | 25 | 0.5% |
| 1.61 | 22 | 0.4% |
| 1.59 | 22 | 0.4% |
| 1.48 | 21 | 0.4% |
| 1.41 | 21 | 0.4% |
| 1.51 | 21 | 0.4% |
| 1.5 | 21 | 0.4% |
| 1.68 | 20 | 0.4% |
| 1.75 | 20 | 0.4% |
| 1.47 | 20 | 0.4% |
| Other values (1955) | 4792 |
| Value | Count | Frequency (%) |
| 0.02 | 1 | |
| 0.09 | 2 | |
| 0.13 | 1 | |
| 0.19 | 2 | |
| 0.24 | 1 | |
| 0.27 | 2 | |
| 0.3 | 1 | |
| 0.31 | 1 | |
| 0.32 | 1 | |
| 0.33 | 2 |
| Value | Count | Frequency (%) |
| 291.36 | 1 | |
| 259.45 | 1 | |
| 255.43 | 1 | |
| 246.72 | 1 | |
| 243.26 | 1 | |
| 241.25 | 1 | |
| 234.79 | 1 | |
| 81.61 | 1 | |
| 74.01 | 1 | |
| 65.21 | 1 |
| Distinct | 1825 |
|---|---|
| Distinct (%) | 36.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.318693307 |
| Minimum | 0.02 |
|---|---|
| Maximum | 270.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 0.02 |
|---|---|
| 5-th percentile | 1.11 |
| Q1 | 1.71 |
| median | 4.66 |
| Q3 | 11.69 |
| 95-th percentile | 23.598 |
| Maximum | 270.7 |
| Range | 270.68 |
| Interquartile range (IQR) | 9.98 |
Descriptive statistics
| Standard deviation | 11.88726517 |
|---|---|
| Coefficient of variation (CV) | 1.428982261 |
| Kurtosis | 226.4463687 |
| Mean | 8.318693307 |
| Median Absolute Deviation (MAD) | 3.31 |
| Skewness | 11.68426638 |
| Sum | 41635.06 |
| Variance | 141.3070732 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.34 | 30 | 0.6% |
| 1.56 | 29 | 0.6% |
| 1.49 | 27 | 0.5% |
| 1.6 | 25 | 0.5% |
| 1.44 | 25 | 0.5% |
| 1.46 | 25 | 0.5% |
| 1.42 | 25 | 0.5% |
| 1.55 | 24 | 0.5% |
| 1.32 | 23 | 0.5% |
| 1.5 | 23 | 0.5% |
| Other values (1815) | 4749 |
| Value | Count | Frequency (%) |
| 0.02 | 1 | < 0.1% |
| 0.09 | 2 | |
| 0.13 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.17 | 2 | |
| 0.23 | 1 | < 0.1% |
| 0.26 | 2 | |
| 0.29 | 1 | < 0.1% |
| 0.3 | 3 | |
| 0.31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 270.7 | 1 | |
| 250.64 | 1 | |
| 249.63 | 1 | |
| 243.24 | 1 | |
| 242.49 | 1 | |
| 236.22 | 1 | |
| 231.39 | 1 | |
| 59.27 | 1 | |
| 57.63 | 1 | |
| 57.46 | 1 |
| Distinct | 1531 |
|---|---|
| Distinct (%) | 30.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.124823177 |
| Minimum | 0 |
|---|---|
| Maximum | 257.21 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.792 |
| Q1 | 1.35 |
| median | 3.6 |
| Q3 | 7.72 |
| 95-th percentile | 18.23 |
| Maximum | 257.21 |
| Range | 257.21 |
| Interquartile range (IQR) | 6.37 |
Descriptive statistics
| Standard deviation | 10.62300612 |
|---|---|
| Coefficient of variation (CV) | 1.734418418 |
| Kurtosis | 324.9011419 |
| Mean | 6.124823177 |
| Median Absolute Deviation (MAD) | 2.4 |
| Skewness | 15.10713944 |
| Sum | 30654.74 |
| Variance | 112.8482591 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.38 | 46 | 0.9% |
| 1.27 | 42 | 0.8% |
| 1.4 | 39 | 0.8% |
| 1.5 | 35 | 0.7% |
| 1.44 | 33 | 0.7% |
| 1.31 | 32 | 0.6% |
| 1.06 | 32 | 0.6% |
| 1.46 | 32 | 0.6% |
| 1.42 | 32 | 0.6% |
| 1.32 | 31 | 0.6% |
| Other values (1521) | 4651 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.01 | 1 | < 0.1% |
| 0.04 | 2 | < 0.1% |
| 0.07 | 1 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.1 | 2 | < 0.1% |
| 0.11 | 1 | < 0.1% |
| 0.12 | 5 | |
| 0.14 | 1 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 257.21 | 1 | |
| 245.04 | 1 | |
| 242.44 | 1 | |
| 241.54 | 1 | |
| 234.09 | 1 | |
| 231.22 | 1 | |
| 221.23 | 1 | |
| 45.33 | 2 | |
| 42.87 | 1 | |
| 40.35 | 1 |
| Distinct | 1240 |
|---|---|
| Distinct (%) | 24.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.412161838 |
| Minimum | 0.01 |
|---|---|
| Maximum | 240.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.58 |
| Q1 | 1.1 |
| median | 2.78 |
| Q3 | 5.56 |
| 95-th percentile | 12.598 |
| Maximum | 240.8 |
| Range | 240.79 |
| Interquartile range (IQR) | 4.46 |
Descriptive statistics
| Standard deviation | 8.728402687 |
|---|---|
| Coefficient of variation (CV) | 1.978259866 |
| Kurtosis | 442.5095749 |
| Mean | 4.412161838 |
| Median Absolute Deviation (MAD) | 1.8 |
| Skewness | 18.62276424 |
| Sum | 22082.87 |
| Variance | 76.18501347 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.06 | 40 | 0.8% |
| 1.04 | 34 | 0.7% |
| 1.03 | 32 | 0.6% |
| 1.23 | 31 | 0.6% |
| 1.24 | 30 | 0.6% |
| 1.07 | 30 | 0.6% |
| 0.91 | 29 | 0.6% |
| 0.94 | 28 | 0.6% |
| 0.9 | 28 | 0.6% |
| 1.1 | 27 | 0.5% |
| Other values (1230) | 4696 |
| Value | Count | Frequency (%) |
| 0.01 | 1 | < 0.1% |
| 0.05 | 2 | |
| 0.06 | 1 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.09 | 3 | |
| 0.1 | 1 | < 0.1% |
| 0.13 | 3 | |
| 0.14 | 3 | |
| 0.15 | 3 | |
| 0.16 | 4 |
| Value | Count | Frequency (%) |
| 240.8 | 1 | |
| 224.65 | 1 | |
| 221.4 | 1 | |
| 210.69 | 1 | |
| 204.92 | 1 | |
| 177.9 | 1 | |
| 176.96 | 1 | |
| 39.95 | 2 | |
| 33.4 | 1 | |
| 29.54 | 2 |
| Distinct | 895 |
|---|---|
| Distinct (%) | 17.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.606829171 |
| Minimum | 0.01 |
|---|---|
| Maximum | 83.53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.22 |
| Q1 | 0.5 |
| median | 1.31 |
| Q3 | 3.84 |
| 95-th percentile | 7.68 |
| Maximum | 83.53 |
| Range | 83.52 |
| Interquartile range (IQR) | 3.34 |
Descriptive statistics
| Standard deviation | 3.255171983 |
|---|---|
| Coefficient of variation (CV) | 1.248709359 |
| Kurtosis | 139.3239683 |
| Mean | 2.606829171 |
| Median Absolute Deviation (MAD) | 1.01 |
| Skewness | 7.352892921 |
| Sum | 13047.18 |
| Variance | 10.59614464 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.41 | 58 | 1.2% |
| 0.43 | 52 | 1.0% |
| 0.42 | 49 | 1.0% |
| 0.45 | 46 | 0.9% |
| 0.47 | 44 | 0.9% |
| 0.38 | 44 | 0.9% |
| 0.37 | 42 | 0.8% |
| 0.48 | 41 | 0.8% |
| 0.54 | 41 | 0.8% |
| 0.35 | 41 | 0.8% |
| Other values (885) | 4547 |
| Value | Count | Frequency (%) |
| 0.01 | 1 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.03 | 2 | < 0.1% |
| 0.04 | 2 | < 0.1% |
| 0.05 | 4 | 0.1% |
| 0.06 | 5 | |
| 0.07 | 5 | |
| 0.08 | 10 | |
| 0.09 | 12 | |
| 0.1 | 10 |
| Value | Count | Frequency (%) |
| 83.53 | 1 | |
| 70.82 | 1 | |
| 58.78 | 1 | |
| 43.41 | 1 | |
| 29.41 | 1 | |
| 27.96 | 1 | |
| 26.32 | 1 | |
| 24.22 | 1 | |
| 23.11 | 1 | |
| 19.69 | 1 |
| Distinct | 89 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1275704296 |
| Minimum | 0 |
|---|---|
| Maximum | 3.55 |
| Zeros | 80 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.02 |
| median | 0.07 |
| Q3 | 0.19 |
| 95-th percentile | 0.35 |
| Maximum | 3.55 |
| Range | 3.55 |
| Interquartile range (IQR) | 0.17 |
Descriptive statistics
| Standard deviation | 0.1526249514 |
|---|---|
| Coefficient of variation (CV) | 1.196397566 |
| Kurtosis | 87.73006082 |
| Mean | 0.1275704296 |
| Median Absolute Deviation (MAD) | 0.06 |
| Skewness | 5.8891299 |
| Sum | 638.49 |
| Variance | 0.02329437578 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.02 | 655 | 13.1% |
| 0.01 | 533 | 10.6% |
| 0.03 | 425 | 8.5% |
| 0.04 | 277 | 5.5% |
| 0.05 | 234 | 4.7% |
| 0.06 | 192 | 3.8% |
| 0.07 | 159 | 3.2% |
| 0.18 | 134 | 2.7% |
| 0.17 | 129 | 2.6% |
| 0.16 | 125 | 2.5% |
| Other values (79) | 2142 |
| Value | Count | Frequency (%) |
| 0 | 80 | 1.6% |
| 0.01 | 533 | |
| 0.02 | 655 | |
| 0.03 | 425 | |
| 0.04 | 277 | |
| 0.05 | 234 | 4.7% |
| 0.06 | 192 | 3.8% |
| 0.07 | 159 | 3.2% |
| 0.08 | 117 | 2.3% |
| 0.09 | 78 | 1.6% |
| Value | Count | Frequency (%) |
| 3.55 | 1 | |
| 2.76 | 1 | |
| 2.09 | 1 | |
| 1.93 | 1 | |
| 1.78 | 1 | |
| 1.66 | 1 | |
| 1.64 | 1 | |
| 1.5 | 1 | |
| 1.39 | 1 | |
| 1.38 | 1 |
| Distinct | 49 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09476523477 |
| Minimum | 0 |
|---|---|
| Maximum | 1.41 |
| Zeros | 86 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.02 |
| median | 0.06 |
| Q3 | 0.15 |
| 95-th percentile | 0.28 |
| Maximum | 1.41 |
| Range | 1.41 |
| Interquartile range (IQR) | 0.13 |
Descriptive statistics
| Standard deviation | 0.09397332091 |
|---|---|
| Coefficient of variation (CV) | 0.9916434137 |
| Kurtosis | 17.8388898 |
| Mean | 0.09476523477 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | 2.296079805 |
| Sum | 474.3 |
| Variance | 0.008830985042 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 0.02 | 757 | |
| 0.01 | 684 | 13.7% |
| 0.03 | 424 | 8.5% |
| 0.04 | 361 | 7.2% |
| 0.05 | 176 | 3.5% |
| 0.14 | 176 | 3.5% |
| 0.06 | 170 | 3.4% |
| 0.16 | 153 | 3.1% |
| 0.15 | 151 | 3.0% |
| 0.12 | 145 | 2.9% |
| Other values (39) | 1808 |
| Value | Count | Frequency (%) |
| 0 | 86 | 1.7% |
| 0.01 | 684 | |
| 0.02 | 757 | |
| 0.03 | 424 | |
| 0.04 | 361 | |
| 0.05 | 176 | 3.5% |
| 0.06 | 170 | 3.4% |
| 0.07 | 130 | 2.6% |
| 0.08 | 95 | 1.9% |
| 0.09 | 84 | 1.7% |
| Value | Count | Frequency (%) |
| 1.41 | 1 | < 0.1% |
| 1.31 | 1 | < 0.1% |
| 1.12 | 1 | < 0.1% |
| 1.05 | 1 | < 0.1% |
| 0.51 | 1 | < 0.1% |
| 0.47 | 1 | < 0.1% |
| 0.46 | 1 | < 0.1% |
| 0.45 | 3 | |
| 0.43 | 4 | |
| 0.41 | 2 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05282517483 |
| Minimum | 0 |
|---|---|
| Maximum | 0.45 |
| Zeros | 325 |
| Zeros (%) | 6.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.01 |
| median | 0.03 |
| Q3 | 0.08 |
| 95-th percentile | 0.16 |
| Maximum | 0.45 |
| Range | 0.45 |
| Interquartile range (IQR) | 0.07 |
Descriptive statistics
| Standard deviation | 0.05453431225 |
|---|---|
| Coefficient of variation (CV) | 1.0323546 |
| Kurtosis | 2.552986717 |
| Mean | 0.05282517483 |
| Median Absolute Deviation (MAD) | 0.02 |
| Skewness | 1.525258325 |
| Sum | 264.39 |
| Variance | 0.002973991213 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 0.01 | 1277 | |
| 0.02 | 845 | |
| 0 | 325 | 6.5% |
| 0.08 | 323 | 6.5% |
| 0.03 | 294 | 5.9% |
| 0.04 | 227 | 4.5% |
| 0.09 | 220 | 4.4% |
| 0.1 | 218 | 4.4% |
| 0.06 | 209 | 4.2% |
| 0.12 | 166 | 3.3% |
| Other values (22) | 901 |
| Value | Count | Frequency (%) |
| 0 | 325 | 6.5% |
| 0.01 | 1277 | |
| 0.02 | 845 | |
| 0.03 | 294 | 5.9% |
| 0.04 | 227 | 4.5% |
| 0.05 | 120 | 2.4% |
| 0.06 | 209 | 4.2% |
| 0.07 | 165 | 3.3% |
| 0.08 | 323 | 6.5% |
| 0.09 | 220 | 4.4% |
| Value | Count | Frequency (%) |
| 0.45 | 1 | < 0.1% |
| 0.31 | 1 | < 0.1% |
| 0.3 | 1 | < 0.1% |
| 0.28 | 3 | 0.1% |
| 0.27 | 9 | 0.2% |
| 0.26 | 14 | 0.3% |
| 0.25 | 11 | 0.2% |
| 0.24 | 17 | |
| 0.23 | 19 | |
| 0.22 | 40 |
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03711688312 |
| Minimum | 0 |
|---|---|
| Maximum | 0.38 |
| Zeros | 543 |
| Zeros (%) | 10.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.01 |
| median | 0.02 |
| Q3 | 0.06 |
| 95-th percentile | 0.11 |
| Maximum | 0.38 |
| Range | 0.38 |
| Interquartile range (IQR) | 0.05 |
Descriptive statistics
| Standard deviation | 0.03632634914 |
|---|---|
| Coefficient of variation (CV) | 0.9787014988 |
| Kurtosis | 4.462261618 |
| Mean | 0.03711688312 |
| Median Absolute Deviation (MAD) | 0.02 |
| Skewness | 1.552975995 |
| Sum | 185.77 |
| Variance | 0.001319603642 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 0.01 | 1509 | |
| 0.02 | 631 | |
| 0 | 543 | 10.8% |
| 0.06 | 408 | 8.2% |
| 0.05 | 342 | 6.8% |
| 0.07 | 341 | 6.8% |
| 0.03 | 278 | 5.6% |
| 0.04 | 231 | 4.6% |
| 0.08 | 231 | 4.6% |
| 0.09 | 154 | 3.1% |
| Other values (18) | 337 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 543 | 10.8% |
| 0.01 | 1509 | |
| 0.02 | 631 | |
| 0.03 | 278 | 5.6% |
| 0.04 | 231 | 4.6% |
| 0.05 | 342 | 6.8% |
| 0.06 | 408 | 8.2% |
| 0.07 | 341 | 6.8% |
| 0.08 | 231 | 4.6% |
| 0.09 | 154 | 3.1% |
| Value | Count | Frequency (%) |
| 0.38 | 1 | < 0.1% |
| 0.33 | 1 | < 0.1% |
| 0.31 | 1 | < 0.1% |
| 0.28 | 1 | < 0.1% |
| 0.24 | 1 | < 0.1% |
| 0.22 | 1 | < 0.1% |
| 0.21 | 1 | < 0.1% |
| 0.2 | 2 | < 0.1% |
| 0.19 | 5 | |
| 0.18 | 4 |
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03410589411 |
| Minimum | 0 |
|---|---|
| Maximum | 0.75 |
| Zeros | 584 |
| Zeros (%) | 11.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.01 |
| median | 0.02 |
| Q3 | 0.05 |
| 95-th percentile | 0.1 |
| Maximum | 0.75 |
| Range | 0.75 |
| Interquartile range (IQR) | 0.04 |
Descriptive statistics
| Standard deviation | 0.03706596372 |
|---|---|
| Coefficient of variation (CV) | 1.086790559 |
| Kurtosis | 64.72493742 |
| Mean | 0.03410589411 |
| Median Absolute Deviation (MAD) | 0.02 |
| Skewness | 4.792576077 |
| Sum | 170.7 |
| Variance | 0.001373885667 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 0.01 | 1589 | |
| 0 | 584 | 11.7% |
| 0.02 | 527 | 10.5% |
| 0.05 | 439 | 8.8% |
| 0.04 | 434 | 8.7% |
| 0.03 | 314 | 6.3% |
| 0.06 | 290 | 5.8% |
| 0.07 | 238 | 4.8% |
| 0.08 | 167 | 3.3% |
| 0.09 | 125 | 2.5% |
| Other values (19) | 298 | 6.0% |
| Value | Count | Frequency (%) |
| 0 | 584 | 11.7% |
| 0.01 | 1589 | |
| 0.02 | 527 | 10.5% |
| 0.03 | 314 | 6.3% |
| 0.04 | 434 | 8.7% |
| 0.05 | 439 | 8.8% |
| 0.06 | 290 | 5.8% |
| 0.07 | 238 | 4.8% |
| 0.08 | 167 | 3.3% |
| 0.09 | 125 | 2.5% |
| Value | Count | Frequency (%) |
| 0.75 | 1 | < 0.1% |
| 0.66 | 1 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 0.49 | 1 | < 0.1% |
| 0.48 | 1 | < 0.1% |
| 0.33 | 1 | < 0.1% |
| 0.32 | 1 | < 0.1% |
| 0.22 | 1 | < 0.1% |
| 0.2 | 5 | |
| 0.19 | 1 | < 0.1% |
| Distinct | 1248 |
|---|---|
| Distinct (%) | 24.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.422083916 |
| Minimum | 0.01 |
|---|---|
| Maximum | 240.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.58 |
| Q1 | 1.1 |
| median | 2.79 |
| Q3 | 5.57 |
| 95-th percentile | 12.624 |
| Maximum | 240.8 |
| Range | 240.79 |
| Interquartile range (IQR) | 4.47 |
Descriptive statistics
| Standard deviation | 8.732043633 |
|---|---|
| Coefficient of variation (CV) | 1.974644489 |
| Kurtosis | 441.6878922 |
| Mean | 4.422083916 |
| Median Absolute Deviation (MAD) | 1.81 |
| Skewness | 18.59820851 |
| Sum | 22132.53 |
| Variance | 76.248586 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.06 | 40 | 0.8% |
| 1.04 | 33 | 0.7% |
| 1.03 | 32 | 0.6% |
| 1.24 | 31 | 0.6% |
| 1.23 | 31 | 0.6% |
| 1.07 | 30 | 0.6% |
| 0.91 | 29 | 0.6% |
| 0.94 | 28 | 0.6% |
| 1.1 | 27 | 0.5% |
| 0.97 | 27 | 0.5% |
| Other values (1238) | 4697 |
| Value | Count | Frequency (%) |
| 0.01 | 1 | < 0.1% |
| 0.06 | 2 | |
| 0.07 | 1 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.09 | 2 | |
| 0.1 | 1 | < 0.1% |
| 0.11 | 1 | < 0.1% |
| 0.13 | 3 | |
| 0.14 | 3 | |
| 0.15 | 3 |
| Value | Count | Frequency (%) |
| 240.8 | 1 | |
| 224.65 | 1 | |
| 221.4 | 1 | |
| 210.69 | 1 | |
| 204.92 | 1 | |
| 177.9 | 1 | |
| 176.96 | 1 | |
| 39.95 | 2 | |
| 34.2 | 1 | |
| 29.54 | 2 |
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03713486513 |
| Minimum | 0 |
|---|---|
| Maximum | 0.38 |
| Zeros | 546 |
| Zeros (%) | 10.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.01 |
| median | 0.02 |
| Q3 | 0.06 |
| 95-th percentile | 0.11 |
| Maximum | 0.38 |
| Range | 0.38 |
| Interquartile range (IQR) | 0.05 |
Descriptive statistics
| Standard deviation | 0.03634509624 |
|---|---|
| Coefficient of variation (CV) | 0.978732415 |
| Kurtosis | 4.448068962 |
| Mean | 0.03713486513 |
| Median Absolute Deviation (MAD) | 0.02 |
| Skewness | 1.550462298 |
| Sum | 185.86 |
| Variance | 0.00132096602 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 0.01 | 1505 | |
| 0.02 | 632 | |
| 0 | 546 | 10.9% |
| 0.06 | 409 | 8.2% |
| 0.05 | 343 | 6.9% |
| 0.07 | 341 | 6.8% |
| 0.03 | 276 | 5.5% |
| 0.08 | 232 | 4.6% |
| 0.04 | 230 | 4.6% |
| 0.09 | 155 | 3.1% |
| Other values (18) | 336 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 546 | 10.9% |
| 0.01 | 1505 | |
| 0.02 | 632 | |
| 0.03 | 276 | 5.5% |
| 0.04 | 230 | 4.6% |
| 0.05 | 343 | 6.9% |
| 0.06 | 409 | 8.2% |
| 0.07 | 341 | 6.8% |
| 0.08 | 232 | 4.6% |
| 0.09 | 155 | 3.1% |
| Value | Count | Frequency (%) |
| 0.38 | 1 | < 0.1% |
| 0.33 | 1 | < 0.1% |
| 0.31 | 1 | < 0.1% |
| 0.28 | 1 | < 0.1% |
| 0.24 | 1 | < 0.1% |
| 0.22 | 1 | < 0.1% |
| 0.21 | 1 | < 0.1% |
| 0.2 | 2 | < 0.1% |
| 0.19 | 5 | |
| 0.18 | 4 |
| Distinct | 2471 |
|---|---|
| Distinct (%) | 49.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1906.967832 |
| Minimum | 150 |
|---|---|
| Maximum | 44135 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 150 |
|---|---|
| 5-th percentile | 208 |
| Q1 | 550 |
| median | 1150 |
| Q3 | 2206 |
| 95-th percentile | 5999 |
| Maximum | 44135 |
| Range | 43985 |
| Interquartile range (IQR) | 1656 |
Descriptive statistics
| Standard deviation | 2620.808651 |
|---|---|
| Coefficient of variation (CV) | 1.37433291 |
| Kurtosis | 37.62805089 |
| Mean | 1906.967832 |
| Median Absolute Deviation (MAD) | 711 |
| Skewness | 4.836316055 |
| Sum | 9544374 |
| Variance | 6868637.984 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 200 | 67 | 1.3% |
| 300 | 61 | 1.2% |
| 250 | 56 | 1.1% |
| 150 | 53 | 1.1% |
| 350 | 53 | 1.1% |
| 400 | 45 | 0.9% |
| 450 | 41 | 0.8% |
| 500 | 41 | 0.8% |
| 600 | 31 | 0.6% |
| 650 | 30 | 0.6% |
| Other values (2461) | 4527 |
| Value | Count | Frequency (%) |
| 150 | 53 | |
| 151 | 12 | 0.2% |
| 152 | 8 | 0.2% |
| 153 | 9 | 0.2% |
| 154 | 4 | 0.1% |
| 155 | 5 | 0.1% |
| 156 | 7 | 0.1% |
| 157 | 5 | 0.1% |
| 158 | 2 | < 0.1% |
| 159 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 44135 | 1 | |
| 32949 | 1 | |
| 28382 | 1 | |
| 27455 | 1 | |
| 24988 | 1 | |
| 24792 | 1 | |
| 24002 | 1 | |
| 23434 | 2 | |
| 23388 | 1 | |
| 22805 | 1 |
| Distinct | 4790 |
|---|---|
| Distinct (%) | 95.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11467.7449 |
| Minimum | 3.74 |
|---|---|
| Maximum | 4399193.91 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 3.74 |
|---|---|
| 5-th percentile | 228.972 |
| Q1 | 763.8 |
| median | 2822.91 |
| Q3 | 10137 |
| 95-th percentile | 27953.096 |
| Maximum | 4399193.91 |
| Range | 4399190.17 |
| Interquartile range (IQR) | 9373.2 |
Descriptive statistics
| Standard deviation | 83245.12971 |
|---|---|
| Coefficient of variation (CV) | 7.259067102 |
| Kurtosis | 1720.035948 |
| Mean | 11467.7449 |
| Median Absolute Deviation (MAD) | 2382.55 |
| Skewness | 37.15879244 |
| Sum | 57396063.21 |
| Variance | 6929751621 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1108.78 | 3 | 0.1% |
| 745.15 | 3 | 0.1% |
| 3028.23 | 2 | < 0.1% |
| 291.41 | 2 | < 0.1% |
| 10057.53 | 2 | < 0.1% |
| 3991.38 | 2 | < 0.1% |
| 3928.94 | 2 | < 0.1% |
| 2844.76 | 2 | < 0.1% |
| 2563.84 | 2 | < 0.1% |
| 3108.79 | 2 | < 0.1% |
| Other values (4780) | 4983 |
| Value | Count | Frequency (%) |
| 3.74 | 1 | |
| 8 | 1 | |
| 8.4 | 1 | |
| 17.89 | 1 | |
| 24.62 | 1 | |
| 25.43 | 1 | |
| 30.26 | 1 | |
| 32.85 | 1 | |
| 38.6 | 1 | |
| 40.66 | 1 |
| Value | Count | Frequency (%) |
| 4399193.91 | 1 | |
| 2341516.71 | 1 | |
| 1615898.86 | 1 | |
| 1439325.73 | 1 | |
| 1110808.39 | 1 | |
| 950665.3 | 1 | |
| 732962.09 | 1 | |
| 379360.19 | 1 | |
| 328197.85 | 1 | |
| 324719.29 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
First rows
| Transportation Mode | Max Speed(m/s) | 95% Speed(m/s) | 75% Speed(m/s) | Mean Speed(m/s) | Speed Std | Max Acceleration(m/s^2) | 95% Acceleration(m/s^2) | 75% Acceleration(m/s^2) | Mean Acceleration(m/s^2) | Acceleration Std | Non 0 Mean Speed(m/s) | Non 0 Mean Acceleration(m/s^2) | Total Time(s) | Total Distance(m) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | bus | 12.18 | 10.46 | 5.87 | 3.41 | 3.83 | 0.19 | 0.11 | 0.04 | 0.03 | 0.05 | 3.41 | 0.03 | 3811 | 6465.72 |
| 1 | bus | 15.97 | 15.84 | 15.51 | 11.80 | 5.18 | 0.19 | 0.14 | 0.07 | 0.04 | 0.05 | 11.80 | 0.04 | 939 | 9533.53 |
| 2 | walk | 1.83 | 1.72 | 1.51 | 1.34 | 0.29 | 0.01 | 0.01 | 0.01 | 0.00 | 0.00 | 1.34 | 0.00 | 601 | 791.24 |
| 3 | bus | 12.78 | 11.97 | 9.67 | 6.78 | 3.56 | 0.16 | 0.16 | 0.08 | 0.06 | 0.05 | 6.78 | 0.06 | 866 | 5771.59 |
| 4 | walk | 1.50 | 1.50 | 1.45 | 1.34 | 0.14 | 0.01 | 0.01 | 0.00 | 0.00 | 0.00 | 1.34 | 0.00 | 588 | 783.50 |
| 5 | walk | 2.68 | 2.61 | 1.57 | 1.42 | 0.76 | 0.03 | 0.03 | 0.02 | 0.01 | 0.01 | 1.42 | 0.01 | 660 | 1045.96 |
| 6 | bus | 8.22 | 8.09 | 6.44 | 4.69 | 2.52 | 0.08 | 0.08 | 0.06 | 0.04 | 0.03 | 4.69 | 0.04 | 1059 | 5295.50 |
| 7 | walk | 3.66 | 2.11 | 1.65 | 1.54 | 0.58 | 0.06 | 0.05 | 0.01 | 0.01 | 0.02 | 1.54 | 0.01 | 1080 | 1668.44 |
| 8 | bus | 20.71 | 16.99 | 6.74 | 6.00 | 6.34 | 0.26 | 0.23 | 0.16 | 0.12 | 0.08 | 6.00 | 0.12 | 983 | 3817.19 |
| 9 | walk | 1.38 | 1.37 | 1.34 | 1.11 | 0.30 | 0.01 | 0.01 | 0.01 | 0.01 | 0.01 | 1.11 | 0.01 | 305 | 329.35 |
Last rows
| Transportation Mode | Max Speed(m/s) | 95% Speed(m/s) | 75% Speed(m/s) | Mean Speed(m/s) | Speed Std | Max Acceleration(m/s^2) | 95% Acceleration(m/s^2) | 75% Acceleration(m/s^2) | Mean Acceleration(m/s^2) | Acceleration Std | Non 0 Mean Speed(m/s) | Non 0 Mean Acceleration(m/s^2) | Total Time(s) | Total Distance(m) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4995 | walk | 1.14 | 1.14 | 1.13 | 1.02 | 0.12 | 0.01 | 0.01 | 0.00 | 0.00 | 0.00 | 1.02 | 0.00 | 306 | 312.15 |
| 4996 | bus | 5.90 | 5.84 | 4.44 | 2.90 | 1.92 | 0.11 | 0.09 | 0.05 | 0.04 | 0.03 | 2.90 | 0.04 | 765 | 2218.28 |
| 4997 | walk | 2.93 | 1.53 | 1.35 | 1.20 | 0.39 | 0.06 | 0.01 | 0.01 | 0.01 | 0.01 | 1.20 | 0.01 | 5153 | 3643.89 |
| 4998 | taxi | 18.73 | 18.10 | 12.98 | 9.29 | 5.11 | 0.14 | 0.13 | 0.10 | 0.06 | 0.04 | 9.29 | 0.06 | 1350 | 12539.55 |
| 4999 | walk | 2.01 | 1.98 | 1.85 | 1.45 | 0.54 | 0.02 | 0.02 | 0.01 | 0.01 | 0.00 | 1.45 | 0.01 | 309 | 687.59 |
| 5000 | walk | 1.17 | 1.16 | 1.14 | 0.91 | 0.37 | 0.01 | 0.01 | 0.00 | 0.00 | 0.00 | 0.91 | 0.00 | 317 | 276.02 |
| 5001 | bus | 8.62 | 7.30 | 4.23 | 3.63 | 2.15 | 0.08 | 0.08 | 0.05 | 0.04 | 0.02 | 3.63 | 0.04 | 582 | 2030.97 |
| 5002 | walk | 1.41 | 1.34 | 1.12 | 0.98 | 0.26 | 0.02 | 0.02 | 0.01 | 0.01 | 0.01 | 0.98 | 0.01 | 301 | 296.35 |
| 5003 | bike | 8.32 | 8.23 | 3.72 | 2.88 | 2.45 | 0.14 | 0.09 | 0.04 | 0.03 | 0.04 | 2.88 | 0.03 | 1001 | 2886.13 |
| 5004 | walk | 1.43 | 1.26 | 1.02 | 0.75 | 0.34 | 0.02 | 0.02 | 0.01 | 0.01 | 0.01 | 0.75 | 0.01 | 639 | 487.62 |
Most frequently occurring
| Transportation Mode | Max Speed(m/s) | 95% Speed(m/s) | 75% Speed(m/s) | Mean Speed(m/s) | Speed Std | Max Acceleration(m/s^2) | 95% Acceleration(m/s^2) | 75% Acceleration(m/s^2) | Mean Acceleration(m/s^2) | Acceleration Std | Non 0 Mean Speed(m/s) | Non 0 Mean Acceleration(m/s^2) | Total Time(s) | Total Distance(m) | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | bike | 2.40 | 1.33 | 1.06 | 0.80 | 0.43 | 0.04 | 0.02 | 0.01 | 0.01 | 0.01 | 0.80 | 0.01 | 4045 | 2844.76 | 2 |
| 1 | bike | 2.46 | 2.28 | 1.60 | 1.04 | 0.80 | 0.04 | 0.04 | 0.03 | 0.02 | 0.01 | 1.04 | 0.02 | 550 | 570.85 | 2 |
| 2 | bike | 2.69 | 2.48 | 1.86 | 1.44 | 0.68 | 0.02 | 0.02 | 0.02 | 0.01 | 0.00 | 1.44 | 0.01 | 350 | 504.13 | 2 |
| 3 | bike | 3.01 | 2.95 | 2.50 | 1.92 | 1.00 | 0.04 | 0.04 | 0.02 | 0.02 | 0.01 | 1.92 | 0.02 | 1025 | 809.77 | 2 |
| 4 | bike | 3.11 | 3.05 | 2.96 | 2.44 | 0.83 | 0.05 | 0.04 | 0.01 | 0.01 | 0.02 | 2.44 | 0.01 | 508 | 1111.63 | 2 |
| 5 | bike | 3.26 | 3.00 | 1.98 | 1.35 | 1.22 | 0.06 | 0.06 | 0.04 | 0.03 | 0.02 | 1.35 | 0.03 | 368 | 296.06 | 2 |
| 6 | bike | 3.26 | 3.04 | 2.41 | 2.13 | 0.74 | 0.05 | 0.04 | 0.02 | 0.02 | 0.02 | 2.13 | 0.02 | 351 | 745.15 | 2 |
| 7 | bike | 3.47 | 3.04 | 2.00 | 1.28 | 1.05 | 0.06 | 0.06 | 0.02 | 0.02 | 0.02 | 1.28 | 0.02 | 598 | 662.19 | 2 |
| 8 | bike | 3.53 | 3.44 | 3.12 | 2.51 | 0.79 | 0.06 | 0.04 | 0.02 | 0.02 | 0.01 | 2.51 | 0.02 | 3814 | 5676.69 | 2 |
| 9 | bike | 3.62 | 3.57 | 3.40 | 2.85 | 0.81 | 0.04 | 0.04 | 0.04 | 0.02 | 0.02 | 2.85 | 0.02 | 300 | 855.77 | 2 |